A system for hardware aided decision tree ensemble evolution.
Rastislav J. R. StruharikBogdan VukobratovicPublished in: J. Parallel Distributed Comput. (2018)
Keyphrases
- decision trees
- ensemble methods
- random forest
- base classifiers
- decision tree classifiers
- random forests
- low cost
- ensemble learning
- training data
- decision tree induction
- ensemble classifier
- training set
- hardware and software
- predictive accuracy
- real time
- machine learning algorithms
- decision tree algorithm
- machine learning
- logistic regression
- naive bayes
- information gain
- decision tree learning
- decision tree algorithms
- learning algorithm
- massively parallel
- neural network
- pruning algorithm
- computing systems
- hardware architecture
- tree construction
- decision forest
- computer systems
- bayesian networks
- image processing
- parallel hardware